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/home/jovyan/yugiquery/source/yugiquery.py:2620: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  ).fillna(np.nan)

/home/jovyan/yugiquery/source/yugiquery.py:2620: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  ).fillna(np.nan)

/home/jovyan/yugiquery/source/yugiquery.py:2620: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  ).fillna(np.nan)

/home/jovyan/yugiquery/source/yugiquery.py:2620: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  ).fillna(np.nan)

/home/jovyan/yugiquery/source/yugiquery.py:2620: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  ).fillna(np.nan)

/home/jovyan/yugiquery/source/yugiquery.py:2620: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  ).fillna(np.nan)

/home/jovyan/yugiquery/source/yugiquery.py:2620: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  ).fillna(np.nan)

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2664 set properties received - 0 errors

Set properties merged

sets file loaded

/home/jovyan/yugiquery/source/yugiquery.py:1101: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.
The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.

For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.


  changelog["_merge"].replace(

/home/jovyan/yugiquery/source/yugiquery.py:1101: FutureWarning: The behavior of Series.replace (and DataFrame.replace) with CategoricalDtype is deprecated. In a future version, replace will only be used for cases that preserve the categories. To change the categories, use ser.cat.rename_categories instead.
  changelog["_merge"].replace(

Changelog saved

Data saved

Total number of sets:

2664

Total number of card numbers:

232527

Total number of card names:

15070

Total number of rarities:

56

Total number of prints:

20

Total number of quantities:

6

Total number of regions:

16

Total number of cover cards:

1035

Total number of series:

65

Total number of set types:

44

Total number of release dates:

2400

/home/jovyan/yugiquery/source/yugiquery.py:2900: FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead.
  dy.resample("Y").sum(),

/home/jovyan/yugiquery/source/yugiquery.py:2908: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.
  dy.resample("M").sum(), label="Monthly rate", c=colors[2], antialiased=True

/home/jovyan/yugiquery/source/yugiquery.py:2900: FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead.
  dy.resample("Y").sum(),

/home/jovyan/yugiquery/source/yugiquery.py:2908: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.
  dy.resample("M").sum(), label="Monthly rate", c=colors[2], antialiased=True

/home/jovyan/yugiquery/source/yugiquery.py:2900: FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead.
  dy.resample("Y").sum(),

/home/jovyan/yugiquery/source/yugiquery.py:2908: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.
  dy.resample("M").sum(), label="Monthly rate", c=colors[2], antialiased=True

/home/jovyan/yugiquery/source/yugiquery.py:2900: FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead.
  dy.resample("Y").sum(),

/home/jovyan/yugiquery/source/yugiquery.py:2908: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.
  dy.resample("M").sum(), label="Monthly rate", c=colors[2], antialiased=True

/home/jovyan/yugiquery/source/yugiquery.py:2900: FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead.
  dy.resample("Y").sum(),

/home/jovyan/yugiquery/source/yugiquery.py:2908: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.
  dy.resample("M").sum(), label="Monthly rate", c=colors[2], antialiased=True

/home/jovyan/yugiquery/source/yugiquery.py:2900: FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead.
  dy.resample("Y").sum(),

/home/jovyan/yugiquery/source/yugiquery.py:2908: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.
  dy.resample("M").sum(), label="Monthly rate", c=colors[2], antialiased=True

/home/jovyan/yugiquery/source/yugiquery.py:2900: FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead.
  dy.resample("Y").sum(),

/home/jovyan/yugiquery/source/yugiquery.py:2908: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.
  dy.resample("M").sum(), label="Monthly rate", c=colors[2], antialiased=True

/home/jovyan/yugiquery/source/yugiquery.py:2900: FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead.
  dy.resample("Y").sum(),

/home/jovyan/yugiquery/source/yugiquery.py:2908: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.
  dy.resample("M").sum(), label="Monthly rate", c=colors[2], antialiased=True

/home/jovyan/yugiquery/source/yugiquery.py:2900: FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead.
  dy.resample("Y").sum(),

/home/jovyan/yugiquery/source/yugiquery.py:2908: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.
  dy.resample("M").sum(), label="Monthly rate", c=colors[2], antialiased=True

/home/jovyan/yugiquery/source/yugiquery.py:2900: FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead.
  dy.resample("Y").sum(),

/home/jovyan/yugiquery/source/yugiquery.py:2908: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.
  dy.resample("M").sum(), label="Monthly rate", c=colors[2], antialiased=True

/home/jovyan/yugiquery/source/yugiquery.py:2900: FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead.
  dy.resample("Y").sum(),

/home/jovyan/yugiquery/source/yugiquery.py:2908: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.
  dy.resample("M").sum(), label="Monthly rate", c=colors[2], antialiased=True

/home/jovyan/yugiquery/source/yugiquery.py:2900: FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead.
  dy.resample("Y").sum(),

/home/jovyan/yugiquery/source/yugiquery.py:2908: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.
  dy.resample("M").sum(), label="Monthly rate", c=colors[2], antialiased=True

/home/jovyan/yugiquery/source/yugiquery.py:2900: FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead.
  dy.resample("Y").sum(),

/home/jovyan/yugiquery/source/yugiquery.py:2908: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.
  dy.resample("M").sum(), label="Monthly rate", c=colors[2], antialiased=True

/home/jovyan/yugiquery/source/yugiquery.py:2900: FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead.
  dy.resample("Y").sum(),

/home/jovyan/yugiquery/source/yugiquery.py:2908: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.
  dy.resample("M").sum(), label="Monthly rate", c=colors[2], antialiased=True

/home/jovyan/yugiquery/source/yugiquery.py:2900: FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead.
  dy.resample("Y").sum(),

/home/jovyan/yugiquery/source/yugiquery.py:2908: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.
  dy.resample("M").sum(), label="Monthly rate", c=colors[2], antialiased=True

/home/jovyan/yugiquery/source/yugiquery.py:2900: FutureWarning: 'Y' is deprecated and will be removed in a future version, please use 'YE' instead.
  dy.resample("Y").sum(),

/home/jovyan/yugiquery/source/yugiquery.py:2908: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.
  dy.resample("M").sum(), label="Monthly rate", c=colors[2], antialiased=True

array(['Advanced Event Pack 2013 Vol.2', 'Advanced Event Pack 2014 Vol.1',
       'Advanced Tournament Pack 2013 Vol.3',
       'Advanced Tournament Pack 2013 Vol.4',
       'Advanced Tournament Pack 2016 Vol.1',
       'Battles of Legend: Terminal Revenge', 'Burst Rex of Awakening',
       'Creation Pack 03', 'Creation Pack 03 +1 Bonus Pack',
       'Dark Beginning 1', 'Dark Beginning 2', 'Dark Revelation Volume 1',
       'Dark Revelation Volume 2', 'Deck Build Pack: Ancient Guardians',
       'Deck Build Pack: Tactical Masters',
       'Deck Mod Pack: Double Star of the Assault!!',
       'Infinite Forbidden', 'Jump novel lottery prize card',
       'Legacy of Destruction',
       'Masterpiece Series: Platinum Blue-Eyes White Dragon',
       'Masterpiece Series: Platinum Dark Magician', 'Over Rush Pack 2',
       'Quarter Century Chronicle side:Pride',
       'Structure Deck: Alba Strike', 'Structure Deck: Master Link',
       'Structure Deck: Soulburner Extra Deck Enhancement Pack',
       'Structure Deck: Wave of Light',
       'The Valuable Book 3 promotional cards',
       'The Valuable Book character cards', 'V Jump April 2013 Tokens'],
      dtype=object)

array(['"Dark Magician" Giveaway for 1000 People!',
       '2013 Collectible Tins', '20th Anniversary Legend Collection',
       'Ancient Prophecy Sneak Peek Participation Card',
       'Astral Pack One', 'Astral Pack Two', 'Banzai! promotional cards',
       'Collectible Tins 2005', 'Collectible Tins 2006',
       'Collectible Tins 2007', 'Collectible Tins 2008',
       'Collectible Tins 2008 Wave 2', 'Collectible Tins 2009',
       'Collectible Tins 2010', 'Collectible Tins 2011',
       'Collectible Tins 2012',
       'Continuous Token Gifts Promotional Cards', 'Demo Pack',
       'Dimension of Chaos Sneak Peek Participation Card',
       'Duel Disk - Yusei Version',
       'Duelist League 18 participation cards',
       'Duelist League Demo 2010',
       'Duelist League Series 1 participation cards',
       'Duelist League Series 2 participation cards',
       'E Jump lottery prize card',
       'Eternity Code Premiere! promotional card',
       'Hobby League 6 participation card A',
       'Hobby League 6 participation card B',
       'Hobby League 6 participation card C',
       'Hobby League 6 participation card D',
       'Hobby League 6 participation card E',
       'Hobby League 6 participation card F',
       'Hobby League 7 participation card A',
       'Hobby League 7 participation card B',
       'Hobby League 7 participation card C',
       'Hobby League 7 participation card D',
       'Hobby League participation cards',
       'Invasion: Vengeance Sneak Peek Participation Card',
       'Judge promotional cards',
       'Legacy of the Valiant Sneak Peek Participation Card',
       'Legend Collection', 'Master Guide promotional cards (series)',
       'Maximum Crisis Sneak Peek Participation Card',
       'Perfect Rulebook promotional cards',
       'Rise of Destiny: Special Edition',
       'Saikyō Jump promotional cards',
       'Secrets of Eternity Sneak Peek Participation Card',
       'Shadow Specters Sneak Peek Participation Card',
       'Shonen Jump August 2008 subscription bonus',
       'Shonen Jump Championship Series Prize Cards',
       'Shonen Jump December 2010 subscription bonus',
       'Shonen Jump June/July 2011 subscription bonus',
       'Shonen Jump May 2006 subscription bonus',
       'Shonen Jump May 2008 subscription bonus',
       'Shonen Jump May 2010 subscription bonus',
       'Shonen Jump Scholastic Edition Vol. 9, Issue 1 promotional card',
       'Shonen Jump Vol. 10, Issue 1 promotional card',
       'Shonen Jump Vol. 10, Issue 3 promotional card',
       'Shonen Jump Vol. 10, Issue 4 promotional card',
       'Shonen Jump Vol. 4, Issue 11 promotional card',
       'Shonen Jump Vol. 4, Issue 12 promotional card',
       'Shonen Jump Vol. 5, Issue 1 promotional card',
       'Shonen Jump Vol. 5, Issue 6 promotional card',
       'Shonen Jump Vol. 6, Issue 1 promotional card',
       'Shonen Jump Vol. 6, Issue 5 promotional card',
       'Shonen Jump Vol. 6, Issue 9 promotional card',
       'Shonen Jump Vol. 7, Issue 11 promotional card',
       'Shonen Jump Vol. 7, Issue 3 promotional card',
       'Shonen Jump Vol. 7, Issue 6 promotional card',
       'Shonen Jump Vol. 7, Issue 9 promotional card',
       'Shonen Jump Vol. 9, Issue 10 promotional card',
       'Shonen Jump Vol. 9, Issue 6 promotional card',
       'Shonen Jump Vol. 9, Issue 8 promotional card',
       'Shonen Jump promotional cards', 'Sneak Peek Participation Cards',
       'Speed Duel Demo Deck', 'Speed Duel Demo Deck 2020',
       'Structure Deck: Fire Kings', 'Terminal World',
       'The Lost Millennium: Special Edition',
       'The New Challengers Sneak Peek Participation Card',
       'The Valuable Book character cards',
       'The Valuable Book promotional cards', 'Token Pack',
       'Top Ranked COSSY Duelists promotional cards',
       'Tournament Pack 2024 Vol.1', 'Tournament Pack 6',
       'Ultimate Edition', 'V Jump Edition (series)',
       'V Jump promotional cards', 'Vendor Edition',
       'Weekly Shōnen Jump promotional cards',
       "Yu-Gi-Oh! 5D's Wheelie Breakers promotional cards",
       "Yu-Gi-Oh! 5D's World Championship 2011: Over the Nexus promotional cards",
       "Yu-Gi-Oh! 5D's manga promotional cards",
       'Yu-Gi-Oh! ARC-V The Strongest Duelist Yuya!! promotional cards',
       'Yu-Gi-Oh! ARC-V manga promotional cards',
       'Yu-Gi-Oh! Championship Series Prize Cards',
       'Yu-Gi-Oh! Day promotional cards',
       'Yu-Gi-Oh! Double Pack promotional cards',
       'Yu-Gi-Oh! GX manga promotional cards',
       'Yu-Gi-Oh! Japanese World Championship Qualifier 2015 participation card',
       'Yu-Gi-Oh! Power of Chaos: Kaiba the Revenge promotional cards',
       "Yu-Gi-Oh! Power of Chaos: Yugi the Destiny Limited Collector's Edition",
       'Yu-Gi-Oh! R promotional cards',
       'Yu-Gi-Oh! SEVENS Luke! Explosive Supremacy Legend!! promotional cards',
       'Yu-Gi-Oh! Summer Challenge 2009 promotional card',
       'Yu-Gi-Oh! The Movie Ani-Manga promotional card',
       'Yu-Gi-Oh! The Official Magazine promotional cards',
       'Yu-Gi-Oh! World Championship prize cards',
       'Yu-Gi-Oh! ZEXAL manga promotional cards',
       'Yu-Gi-Oh! the Movie VHS and DVD promotional cards'], dtype=object)

Notebook saved to disk

	Set	Name	Rarity	Print	Region	Page URL	Modification date	Release	Series	Set type	Cover card	Version
Card number
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	Card number	Name	Rarity	Print	Quantity	Region	Page URL	Modification date	Release	Series	Set type	Cover card
Set
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	Set	Name	Rarity	Print	Quantity	Region	Page URL	Modification date	Release	Series	Set type	Cover card
Card number
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	Set	Card number	Rarity	Print	Quantity	Region	Page URL	Modification date	Release	Series	Set type	Cover card
Name
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	Set	Card number	Name	Print	Quantity	Region	Page URL	Modification date	Release	Series	Set type	Cover card
Rarity
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Table of Contents ¶

Data aquisition¶

Fetch set lists¶

Fetch set properties¶

Merge data¶

Check changes¶

Load previous data¶

Generate changelog¶

Save data¶

Data visualization¶

Full data¶

Set¶

Card number¶

Name¶

Rarity¶

By unique¶

By combination¶

Print¶

Quantity¶

Region¶

Cover card¶

Series¶

Set type¶

Release¶

By year¶

By month¶

By day¶

By region¶

By series¶

By set type¶

Debug¶

Has nan name/number¶

Has nan rarity¶

Has nan release¶

Epilogue¶

HTML export¶

Release	1999	2000	2001	2002	2003	2004	2005	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023	2024
Region
Loading... (need help?)

Release	1999	2000	2001	2002	2003	2004	2005	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023	2024
Series
Loading... (need help?)

Release	1999	2000	2001	2002	2003	2004	2005	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023	2024
Set type
Loading... (need help?)